diff --git a/data/0201_contributing_dweek_ranefs.csv b/data/0201_contributing_dweek_ranefs.csv
new file mode 100644
index 0000000..eca5803
--- /dev/null
+++ b/data/0201_contributing_dweek_ranefs.csv
@@ -0,0 +1,716 @@
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diff --git a/data/0201_readme_dweek_ranefs.csv b/data/0201_readme_dweek_ranefs.csv
new file mode 100644
index 0000000..3627755
--- /dev/null
+++ b/data/0201_readme_dweek_ranefs.csv
@@ -0,0 +1,4249 @@
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+"1951","ran_vals","project_id","Kozea_cairocffi.git","before_after:week_index",0.0359397146317171,0.620429093033915,-1.18007896267561,1.25195839193904,1,2495
+"1952","ran_vals","project_id","Kozea_CairoSVG","before_after:week_index",0.290579857353914,0.407131716397982,-0.507383643750107,1.08854335845793,1,3611
+"1953","ran_vals","project_id","Kozea_Pyphen","before_after:week_index",-0.369928586519439,0.708298986150822,-1.75816908966128,1.01831191662241,1,913
+"1954","ran_vals","project_id","kpdyer_libfte","before_after:week_index",-0.180862755556569,0.662662278064969,-1.47965695447717,1.11793144336404,1,1615
+"1955","ran_vals","project_id","kpn-digital_django-etcd-settings","before_after:week_index",0.031002829735346,0.629813738129095,-1.20340941396622,1.26541507343691,1,2471
+"1956","ran_vals","project_id","krig_parallax","before_after:week_index",-0.226160931192496,0.670359999980705,-1.54004238783095,1.08772052544596,1,1441.5
+"1957","ran_vals","project_id","ksirk.git","before_after:week_index",0.105210619882246,0.620688874515081,-1.11131721977201,1.32173845953651,1,2850
+"1958","ran_vals","project_id","kspaceduel.git","before_after:week_index",0.0259899878059073,0.639125263583272,-1.22667251042698,1.27865248603879,1,2449
+"1959","ran_vals","project_id","ksquares.git","before_after:week_index",0.374476527392357,0.447129995406334,-0.501882160011617,1.25083521479633,1,3676
+"1960","ran_vals","project_id","kstateome_django-cas","before_after:week_index",-0.458247513237843,0.721727076529737,-1.87280658990351,0.956311563427825,1,453
+"1961","ran_vals","project_id","ksudoku.git","before_after:week_index",0.131536877193957,0.625926479966074,-1.09525648050948,1.35833023489739,1,2955
+"1962","ran_vals","project_id","ktbyers_netmiko","before_after:week_index",0.133602509208096,0.605472166456387,-1.05310113068786,1.32030614910405,1,2963
+"1963","ran_vals","project_id","kthakore_frozen-bubble.git","before_after:week_index",0.0185204764136532,0.641110572749375,-1.23803315628297,1.27507410911027,1,2422
+"1964","ran_vals","project_id","ktuberling.git","before_after:week_index",1.18081956143325,0.270719070876756,0.650219932586661,1.71141919027984,2,4161
+"1965","ran_vals","project_id","kubrick.git","before_after:week_index",0.0844393879111587,0.643066649118468,-1.17594808401989,1.34482685984221,1,2758
+"1966","ran_vals","project_id","kugaevsky_mousetrap-rails","before_after:week_index",0.0178666818469326,0.632951778070755,-1.22269600712234,1.2584293708162,1,2417
+"1967","ran_vals","project_id","kumina_postfix_exporter","before_after:week_index",-0.327115559126211,0.699011121602192,-1.69715218225946,1.04292106400703,1,1063
+"1968","ran_vals","project_id","kurtmckee_feedparser","before_after:week_index",0.142139274146734,0.606196257591576,-1.04598355829572,1.33026210658919,1,3007
+"1969","ran_vals","project_id","kurtraschke_pyRFC3339","before_after:week_index",-0.439557265688621,0.718296730179784,-1.84739298705388,0.96827845567664,1,596
+"1970","ran_vals","project_id","kxxoling_PTable","before_after:week_index",0.437580155603475,0.322027386842416,-0.193581924643207,1.06874223585016,1,3740
+"1971","ran_vals","project_id","Kyorai_cuttlefish.git","before_after:week_index",0.213211310303608,0.609645716507517,-0.981672337380241,1.40809495798746,1,3347
+"1972","ran_vals","project_id","kyrus_python-junit-xml.git","before_after:week_index",-0.382891362195369,0.704975150088561,-1.76461726636467,0.998834541973929,1,865
+"1973","ran_vals","project_id","laminas_laminas-stdlib","before_after:week_index",-0.494470414575805,0.731537060284972,-1.92825670609066,0.939315876939046,1,119
+"1974","ran_vals","project_id","lamyj_odil","before_after:week_index",0.593315560778138,0.335456645763724,-0.0641673832933722,1.25079850484965,1,3830
+"1975","ran_vals","project_id","landscapeio_dodgy","before_after:week_index",-0.129281678098607,0.660070833238823,-1.42299673849204,1.16443338229483,1,1815
+"1976","ran_vals","project_id","LanguageMachines_timbl.git","before_after:week_index",0.0179241067538328,0.65463808412127,-1.26514296103216,1.30099117453982,1,2418
+"1977","ran_vals","project_id","languitar_autosuspend.git","before_after:week_index",-0.366886408428994,0.703667940349987,-1.74605022859045,1.01227741173246,1,925
+"1978","ran_vals","project_id","lanmaster53_recon-ng.git","before_after:week_index",0.849155330355336,0.341069062966528,0.180672250700117,1.51763841001056,2,3983
+"1979","ran_vals","project_id","larswirzenius_vmdb2.git","before_after:week_index",0.13532884868501,0.612471407963393,-1.06509305248378,1.3357507498538,1,2977
+"1980","ran_vals","project_id","lastpass_lastpass-cli","before_after:week_index",0.0758801165347137,0.617303224230037,-1.13401197049661,1.28577220356604,1,2699
+"1981","ran_vals","project_id","latchset_custodia.git","before_after:week_index",0.164532359888452,0.635596177848227,-1.08121325740539,1.41027797718229,1,3111
+"1982","ran_vals","project_id","latchset_libverto","before_after:week_index",0.154600318231284,0.617952720429334,-1.05656475795876,1.36576539442133,1,3056
+"1983","ran_vals","project_id","lathiat_nss-mdns","before_after:week_index",-0.296666136839862,0.689446799964793,-1.64795703402725,1.05462476034752,1,1172
+"1984","ran_vals","project_id","Lawouach_WebSocket-for-Python.git","before_after:week_index",0.122665412106734,0.620239124441194,-1.09298093360066,1.33831175781413,1,2918
+"1985","ran_vals","project_id","lazarusllong_sqldeveloper-package.git","before_after:week_index",-0.499118718365381,0.731334637675099,-1.93250826885522,0.934270832124462,1,69
+"1986","ran_vals","project_id","lcdproc_lcdproc","before_after:week_index",-0.107213848481513,0.665086922690019,-1.41076026354252,1.1963325665795,1,1911
+"1987","ran_vals","project_id","ldc-developers_ldc","before_after:week_index",0.381721260250115,0.398123200254999,-0.398585873659511,1.16202839415974,1,3681
+"1988","ran_vals","project_id","ldx_python-iptables","before_after:week_index",-0.481229750693079,0.727910372243189,-1.90790786426287,0.945448362876715,1,230
+"1989","ran_vals","project_id","Leaflet_Leaflet","before_after:week_index",0.185065706672053,0.601086519194533,-0.993042222541776,1.36317363588588,1,3223
+"1990","ran_vals","project_id","Leaflet_Leaflet.markercluster","before_after:week_index",0.21413662836808,0.596135218811093,-0.954266930417567,1.38254018715373,1,3348
+"1991","ran_vals","project_id","leahneukirchen_bacon","before_after:week_index",0.0208310593979375,0.64499717756082,-1.24334017875126,1.28500229754713,1,2434
+"1992","ran_vals","project_id","leamas_ddupdate","before_after:week_index",0.190629632886305,0.59894888246806,-0.983288605331606,1.36454787110422,1,3248
+"1993","ran_vals","project_id","LeaVerou_prism.git","before_after:week_index",1.18989207082835,0.244938183449839,0.709822052827999,1.6699620888287,2,4165
+"1994","ran_vals","project_id","LedgerHQ_btchip-python.git","before_after:week_index",-0.148242117734564,0.661521639049305,-1.44480070526511,1.14831646979598,1,1741
+"1995","ran_vals","project_id","ledgersmb_PGObject-Type-DateTime.git","before_after:week_index",-0.467341483892327,0.723238547761117,-1.88486298973517,0.950180021950513,1,360
+"1996","ran_vals","project_id","ledgersmb_PGObject-Util-DBAdmin.git","before_after:week_index",-0.317554240590914,0.690375555999087,-1.67066546615594,1.03555698497411,1,1096
+"1997","ran_vals","project_id","ledgersmb_pkg-ledgersmb","before_after:week_index",0.000627510051574524,0.654130127477501,-1.28144398100692,1.28269900111007,1,2346
+"1998","ran_vals","project_id","leenooks_phpLDAPadmin","before_after:week_index",0.0844909187713034,0.612953714115962,-1.11687628508604,1.28585812262865,1,2759
+"1999","ran_vals","project_id","leggewie-DM_gjots2","before_after:week_index",-0.432602616886388,0.716514731958571,-1.83694568591756,0.971740452144781,1,650
+"2000","ran_vals","project_id","leggewie-DM_libcapi20","before_after:week_index",-0.486875665322056,0.727681269865176,-1.91310474648217,0.939353415838061,1,186
+"2001","ran_vals","project_id","leggewie-DM_n2n","before_after:week_index",-0.437642236270712,0.716344565929293,-1.8416517860131,0.96636731347168,1,608
+"2002","ran_vals","project_id","leggewie-DM_scim","before_after:week_index",0.0394163539754484,0.64761868569921,-1.22989294571017,1.30872565366107,1,2507
+"2003","ran_vals","project_id","leggewie-DM_scim-anthy","before_after:week_index",-0.424581173460626,0.714363633191017,-1.8247081663802,0.975545819458949,1,698
+"2004","ran_vals","project_id","leggewie-DM_scim-tables","before_after:week_index",-0.415241866997753,0.710169931864309,-1.80714935635506,0.976665622359557,1,755
+"2005","ran_vals","project_id","leggewie-DM_wondershaper","before_after:week_index",-0.460195028816364,0.723509847611749,-1.87824827259545,0.957858214962726,1,431
+"2006","ran_vals","project_id","leitao_fortunes-br.git","before_after:week_index",-0.482055994293643,0.722713854449073,-1.89854912014195,0.934437131554663,1,222
+"2007","ran_vals","project_id","LeoIannacone_apt-venv","before_after:week_index",-0.0122617546570162,0.535794950723932,-1.06240056117434,1.0378770518603,1,2297
+"2008","ran_vals","project_id","lepture_mistune","before_after:week_index",0.041495228734245,0.620972610781723,-1.17558872378374,1.25857918125223,1,2520
+"2009","ran_vals","project_id","lepture_python-livereload","before_after:week_index",-0.206971708845703,0.666114408550298,-1.51253195918749,1.09858854149608,1,1515
+"2010","ran_vals","project_id","lessthanoptimal_ejml","before_after:week_index",-0.235729550696292,0.687433764469059,-1.58307497081244,1.11161586941985,1,1404
+"2011","ran_vals","project_id","letoh_ocaml-usb.git","before_after:week_index",0.0889633684578191,0.526408106650085,-0.942777561746266,1.1207042986619,1,2774
+"2012","ran_vals","project_id","letsencrypt_letsencrypt","before_after:week_index",0.0100954649375994,0.645687802980166,-1.25542937416032,1.27562030403552,1,2390.5
+"2013","ran_vals","project_id","letsencrypt_letsencrypt.git","before_after:week_index",0.0100954649375994,0.645687802980166,-1.25542937416032,1.27562030403552,1,2390.5
+"2014","ran_vals","project_id","LEW21_pydbus","before_after:week_index",-0.452068540369423,0.719046724613491,-1.86137422381335,0.95723714307451,1,508
+"2015","ran_vals","project_id","lgi-devs_lgi","before_after:week_index",0.778212535977135,0.331061443504658,0.129344030038164,1.42708104191611,2,3938
+"2016","ran_vals","project_id","lhost_sendxmpp.git","before_after:week_index",-0.3629338576494,0.707041576430739,-1.74870988302607,1.02284216772727,1,936
+"2017","ran_vals","project_id","liballeg_allegro5.git","before_after:week_index",1.33640497824113,0.205049040099312,0.934516244581965,1.73829371190029,2,4222
+"2018","ran_vals","project_id","libc_em-redis","before_after:week_index",-0.44776968815168,0.720547948740585,-1.86001771681744,0.964478340514078,1,541
+"2019","ran_vals","project_id","libcamera_libcamera.git","before_after:week_index",-0.0176188003392598,0.658238903482437,-1.30774334438797,1.27250574370945,1,2277
+"2020","ran_vals","project_id","libcgroup_libcgroup","before_after:week_index",0.61907512043596,0.315973077697608,-0.000220731935627994,1.23837097280755,1,3853
+"2021","ran_vals","project_id","libeigen_eigen.git","before_after:week_index",-0.170323480205731,0.665898541305341,-1.47546063852196,1.13481367811049,1,1662
+"2022","ran_vals","project_id","liberfa_erfa","before_after:week_index",-0.122869467199874,0.664821469923591,-1.42589560439909,1.18015666999934,1,1843
+"2023","ran_vals","project_id","libevent_libevent","before_after:week_index",0.186521874451889,0.478090852523691,-0.750518977832596,1.12356272673637,1,3229
+"2024","ran_vals","project_id","libexif_libexif-gtk.git","before_after:week_index",-0.119551157620766,0.664324258101268,-1.42160277755554,1.18250046231401,1,1853
+"2025","ran_vals","project_id","libextractor.git","before_after:week_index",0.121638920124256,0.62961474705549,-1.1123833082398,1.35566114848831,1,2911
+"2026","ran_vals","project_id","libfann_fann","before_after:week_index",-0.0381541753701772,0.543144631097603,-1.10269809071777,1.02638973997742,1,2204
+"2027","ran_vals","project_id","libfprint_libfprint","before_after:week_index",0.208328654417868,0.608198670934301,-0.983718836058489,1.40037614489423,1,3323
+"2028","ran_vals","project_id","libgit2_libgit2.git","before_after:week_index",0.932205351221564,0.293279679159263,0.357387742671946,1.50702295977118,2,4026
+"2029","ran_vals","project_id","libgit2_pygit2","before_after:week_index",-0.178400917237463,0.668299386749531,-1.48824364615675,1.13144181168182,1,1623
+"2030","ran_vals","project_id","libhangul_nabi.git","before_after:week_index",0.178688238119455,0.602949823584619,-1.00307170059118,1.36044817683009,1,3184
+"2031","ran_vals","project_id","libical_libical","before_after:week_index",0.699335365315672,0.397415529100968,-0.0795847586191546,1.4782554892505,1,3902
+"2032","ran_vals","project_id","libidn_libidn2","before_after:week_index",-0.0340303094324958,0.633484772935248,-1.27563764914012,1.20757703027512,1,2216
+"2033","ran_vals","project_id","libigl_triangle.git","before_after:week_index",-0.5049105350731,0.73108916075453,-1.93781895963959,0.927997889493392,1,26
+"2034","ran_vals","project_id","libimobiledevice_ideviceinstaller.git","before_after:week_index",-0.248018103636702,0.690896776704302,-1.60215090301195,1.10611469573854,1,1358
+"2035","ran_vals","project_id","libimobiledevice_libimobiledevice.git","before_after:week_index",0.219816269403998,0.600080687661902,-0.956320266231359,1.39595280503936,1,3368.5
+"2036","ran_vals","project_id","libimobiledevice_libplist.git","before_after:week_index",0.219816269403998,0.600080687661902,-0.956320266231359,1.39595280503936,1,3368.5
+"2037","ran_vals","project_id","libimobiledevice_libusbmuxd.git","before_after:week_index",-0.450462133413165,0.719102065696434,-1.85987628338653,0.958952016560202,1,523
+"2038","ran_vals","project_id","libimobiledevice_usbmuxd","before_after:week_index",1.19848294405952,0.227967993391065,0.751673887385167,1.64529200073387,2,4171
+"2039","ran_vals","project_id","libinput_libinput","before_after:week_index",0.190247279480643,0.604785243329428,-0.995110015826328,1.37560457478761,1,3246
+"2040","ran_vals","project_id","libjpeg-turbo_libjpeg-turbo","before_after:week_index",-0.489761893547026,0.731747072127419,-1.9239598007094,0.944436013615348,1,157
+"2041","ran_vals","project_id","libkmahjongg.git","before_after:week_index",-0.0346458409856514,0.652764739503604,-1.31404122079039,1.24474953881908,1,2215
+"2042","ran_vals","project_id","liblouis_liblouis.git","before_after:week_index",-0.106667919686047,0.661178387667663,-1.40255374687093,1.18921790749883,1,1913
+"2043","ran_vals","project_id","libmicrohttpd.git","before_after:week_index",-0.237947194296018,0.689349408903267,-1.5890472085104,1.11315281991836,1,1393
+"2044","ran_vals","project_id","libmtp_libmtp","before_after:week_index",0.093038379044587,0.634329489755778,-1.15022457520841,1.33630133329758,1,2791
+"2045","ran_vals","project_id","libofx_libofx","before_after:week_index",-0.176434661804456,0.685579014074529,-1.52014483794701,1.1672755143381,1,1632
+"2046","ran_vals","project_id","libogdi_ogdi.git","before_after:week_index",0.650352963790046,0.293711951130112,0.0746881177460388,1.22601780983405,2,3872
+"2047","ran_vals","project_id","libosinfo_libosinfo.git","before_after:week_index",-0.405882275908295,0.715687354784903,-1.80860371547745,0.996839163660855,1,786.5
+"2048","ran_vals","project_id","libosinfo_osinfo-db-tools.git","before_after:week_index",-0.437046736032837,0.721434808881601,-1.85103297863431,0.976939506568637,1,612
+"2049","ran_vals","project_id","libosinfo_osinfo-db.git","before_after:week_index",-0.405882275908295,0.715687354784903,-1.80860371547745,0.996839163660855,1,786.5
+"2050","ran_vals","project_id","libpd_abl_link.git","before_after:week_index",-0.00927091178690452,0.624197476500773,-1.23267548496921,1.2141336613954,1,2312
+"2051","ran_vals","project_id","libpinyin_ibus-libpinyin","before_after:week_index",0.220059972570102,0.613087017875742,-0.981568501855417,1.42168844699562,1,3371
+"2052","ran_vals","project_id","libpipeline_libpipeline.git","before_after:week_index",0.31415724479929,0.409965789892881,-0.489360938284271,1.11767542788285,1,3635
+"2053","ran_vals","project_id","libpwquality_libpwquality.git","before_after:week_index",-0.164689519460623,0.671906974546566,-1.48160299053316,1.15222395161192,1,1679
+"2054","ran_vals","project_id","libraries_libqaccessibilityclient.git","before_after:week_index",0.114812984765924,0.618452007182873,-1.09733067547901,1.32695664501086,1,2887
+"2055","ran_vals","project_id","libraries_qca.git","before_after:week_index",0.249866794622022,0.392983882608684,-0.520367461795715,1.02010105103976,1,3504
+"2056","ran_vals","project_id","libratbag_libratbag.git","before_after:week_index",0.28619827524717,0.584713879692304,-0.859819870210433,1.43221642070477,1,3605
+"2057","ran_vals","project_id","libratbag_piper","before_after:week_index",0.0719684704052074,0.628245717496848,-1.15937050933014,1.30330745014056,1,2677
+"2058","ran_vals","project_id","LibreCat_Catmandu-Atom.git","before_after:week_index",-0.378468175230852,0.706061848107221,-1.7623239683788,1.00538761791709,1,882
+"2059","ran_vals","project_id","LibreCat_Catmandu-FileStore.git","before_after:week_index",-0.422609142875881,0.709112107681872,-1.81244333493364,0.967225049181877,1,712
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diff --git a/mlm/contributing_did_model_fit.R b/mlm/contributing_did_model_fit.R
index f3efc61..05cddb3 100644
--- a/mlm/contributing_did_model_fit.R
+++ b/mlm/contributing_did_model_fit.R
@@ -20,7 +20,7 @@ library(lattice)
 #                       control=glmerControl(optimizer="bobyqa",
 #                                            optCtrl=list(maxfun=2e5)), nAGQ=0,
 #                       data=contributing_df)
-                 
+all_gmodel <- readRDS("mlm/models/020125_contributing_model.rda")                 
 summary(all_gmodel)
 #saveRDS(all_gmodel, "020125_contributing_model.rda")
 model_residuals <- residuals(all_gmodel)
@@ -29,3 +29,21 @@ vif(all_gmodel)
 
 #getting between-group variance 
 variance_components <- as.data.frame(VarCorr(all_gmodel))
+
+library(broom.mixed)
+library(ggplot2)
+condvals <- broom.mixed::tidy(all_gmodel, effects = "ran_vals", conf.int = TRUE)
+glmer_ranef_Dweek <- condvals [which(condvals $term == "before_after:week_index"),]
+has_zero <- function(estimate, low, high){
+  return(ifelse((low < 0),ifelse((high > 0), 1, 0), 2))
+}
+glmer_ranef_Dweek <- glmer_ranef_Dweek |>
+  mutate(ranef_grouping = has_zero(estimate, conf.low, conf.high)) |>
+  mutate(rank = rank(estimate))
+g <- glmer_ranef_Dweek |> 
+  ggplot(aes(x=rank, y=estimate, col = as.factor(ranef_grouping))) +
+  geom_linerange(aes(ymin= conf.low, ymax= conf.high)) +
+  theme_bw()
+g
+
+write.csv(glmer_ranef_Dweek, "0201_contributing_dweek_ranefs.csv")
diff --git a/mlm/models/020125_readme_model.rda b/mlm/models/020125_readme_model.rda
new file mode 100644
index 0000000..6ece9a4
Binary files /dev/null and b/mlm/models/020125_readme_model.rda differ
diff --git a/mlm/readme_did_model_fit.R b/mlm/readme_did_model_fit.R
index e69de29..d02118c 100644
--- a/mlm/readme_did_model_fit.R
+++ b/mlm/readme_did_model_fit.R
@@ -0,0 +1,53 @@
+library(dplyr)
+library(lubridate)
+library(rdd)
+
+readme_df_filepath <- "/mmfs1/gscratch/comdata/users/mjilg/govdoc-cr-data/final_data/README_weekly_count_data.csv"
+readme_df = read.csv(readme_df_filepath, header = TRUE)
+
+window_num <- 5
+readme_df <- readme_df |>
+  filter(week_index >= (- window_num) & week_index <= (window_num)) |>
+  mutate(scaled_age = scale(age)) |>
+  mutate(scaled_age_at_commit = scale(age_at_commit))|>
+  mutate(log1p_count = log1p(commit_count))
+
+library(lme4)
+library(optimx)
+library(lattice)
+
+#all_gmodel <- glmer.nb(log1p_count ~ before_after * week_index + scaled_age + (before_after * week_index | project_id),
+#                       control=glmerControl(optimizer="bobyqa",
+#                                            optCtrl=list(maxfun=2e5)), nAGQ=0,
+#                       data=readme_df)
+
+summary(all_gmodel)
+#saveRDS(all_gmodel, "020125_readme_model.rda")
+
+model_residuals <- residuals(all_gmodel)
+acf(model_residuals)
+vif(all_gmodel)
+
+#getting between-group variance 
+variance_components <- as.data.frame(VarCorr(all_gmodel))
+
+#getting the BLUPs
+library(broom.mixed)
+library(ggplot2)
+condvals <- broom.mixed::tidy(all_gmodel, effects = "ran_vals", conf.int = TRUE)
+glmer_ranef_Dweek <- test_condvals [which(test_condvals $term == "before_after:week_index"),]
+has_zero <- function(estimate, low, high){
+  return(ifelse((low < 0),ifelse((high > 0), 1, 0), 2))
+}
+glmer_ranef_Dweek <- glmer_ranef_Dweek |>
+  mutate(ranef_grouping = has_zero(estimate, conf.low, conf.high)) |>
+  mutate(rank = rank(estimate))
+g <- glmer_ranef_Dweek |> 
+  ggplot(aes(x=rank, y=estimate, col = as.factor(ranef_grouping))) +
+  geom_linerange(aes(ymin= conf.low, ymax= conf.high)) +
+  theme_bw()
+g
+
+write.csv(glmer_ranef_Dweek, "0201_readme_dweek_ranefs.csv")
+
+
diff --git a/rstudio-server.job b/rstudio-server.job
index 2feccea..3b05a32 100644
--- a/rstudio-server.job
+++ b/rstudio-server.job
@@ -1,12 +1,12 @@
 #!/bin/sh
 
 #SBATCH --job-name=mg-govdoc-cr
-#SBATCH --partition=cpu-g2-mem2x  #update this line - use hyakalloc to find partitions you can use
+#SBATCH --partition=cpu-g2  #update this line - use hyakalloc to find partitions you can use
 
-#SBATCH --time=05:00:00
+#SBATCH --time=06:00:00
 #SBATCH --nodes=1
 #SBATCH --ntasks=4
-#SBATCH --mem=64G
+#SBATCH --mem=128G
 
 #SBATCH --signal=USR2
 #SBATCH --output=%x_%j.out